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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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JAMA Psychiatry
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

192 results · 1 filter active ·
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20112025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
192 works in the cohort · of 4,299,418page 1 of 4

Labels cover 5 of 192 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 192 of 192 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Internet-Based Cognitive Behavioral Therapy for Depression
Eirini Karyotaki, Orestis Efthimiou, Clara Miguel, Toshi A. Furukawa, Pim Cuijpers, Heleen Riper +66 more
2021· review· en· JAMA Psychiatry· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
878
citations
affunlabeled
Prediction Models for Suicide Attempts and Deaths
Bradley E. Belsher, Derek J. Smolenski, Larry D. Pruitt, Nigel Bush, Erin H. Beech, Don E. Workman +4 more
2019· review· en· JAMA Psychiatry· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
524
citations
affunlabeled
Delay Discounting as a Transdiagnostic Process in Psychiatric Disorders
Michael Amlung, Emma Marsden, Katherine Holshausen, Vanessa Morris, Herry Patel, Lana Vedelago +3 more
2019· review· en· JAMA Psychiatry· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
406
citations
affunlabeled
Association of Neurocognition With Transition to Psychosis
Larry J. Seidman, Daniel I. Shapiro, William S. Stone, Kristen A. Woodberry, Ashley Ronzio, Barbara A. Cornblatt +10 more
2016· article· en· JAMA Psychiatry· Medicine
distilled prediction:candidate · noneconsensus · none
269
citations
affunlabeled
Once-Weekly Semaglutide in Adults With Alcohol Use Disorder
Christian S. Hendershot, Michael P. Bremmer, Michael B. Paladino, Georgios Kostantinis, Thomas N. Gilmore, Neil R. Sullivan +8 more
2025· article· en· JAMA Psychiatry· Medicine
distilled prediction:candidate · noneconsensus · none
192
citations
afffundaboutunlabeled
Parents Bereaved by Offspring Suicide
James M. Bolton, Wendy Au, William D. Leslie, Patricia J. Martens, Murray W. Enns, Leslíe L. Roos +9 more
2012· article· en· JAMA Psychiatry· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
167
citations

How this was built: Screen · Findings · About